AI

Google Workspace lets admins export Gemini usage data, but the raw logs only show who logged in and how often. Here is how to export it, and how to turn it into a real measure of AI sales team effectiveness using adoption, engagement, productivity, and impact.

Three ways to export Claude Code usage data, from local session logs, OpenTelemetry, and the Analytics Admin API, plus how to turn the raw export into adoption, productivity, and ROI measurement with Worklytics.

A five-step, work-data method to measure the hours and dollars Codex saves your developers, with real Worklytics benchmarks, and how the same model measures AI sales team effectiveness across engineering and revenue.

Pull Copilot usage data from Teams, Word, Excel, and PowerPoint using the Microsoft 365 admin center, the Graph API, and Viva Insights, then measure real adoption, time saved, and impact with Worklytics.

A practical guide to pulling Microsoft 365 Copilot and Claude usage data and allocating that spend to the teams that generated it, using AI adoption, engagement, productivity, and ROI measurement.

Your teams run Claude, Copilot, Gemini, and ChatGPT, but each tool has its own console. A unified AI tool dashboard measures adoption, engagement, productivity, cost, and impact across every AI assistant in one view.

Where Cursor usage data comes from and how to export it through the dashboard, Admin API, and Analytics API, how to calculate acceptance rate without double counting, and how to turn session and acceptance data into an adoption, engagement, and impact picture.

A four-step framework for measuring how AI changes sales team performance, from adoption and usage depth to changed selling habits and dollar value, using leading indicators like prep time and prospects reached instead of revenue alone.

Claude Enterprise renewal ROI is not one number. It is the ratio between value generated and total cost, measured across adoption, engagement, productivity, and spend before the renewal date arrives.